Skip to main content

​
Enrich Company

Deepline’s company enrichment queries Apollo, Crustdata, and PeopleDataLabs, then coalesces their responses into a single profile with 30+ fields: revenue, employee count, industry, funding, tech stack, social profiles, and more. One natural language prompt returns everything — no manual provider configuration required. If Apollo has revenue but not tech stack, and Crustdata has tech stack, both fields appear in the output. B2B data decays at roughly 22.5% per year (HubSpot via Cognism). Querying 3 providers means stale data from one gets supplemented by fresher data from another.

​
How do I enrich companies with Claude Code?

Tell Claude Code which companies and fields you need. Deepline queries all 3 providers, coalesces the results, and Claude Code extracts the fields you asked for from the full profile.
“Enrich these companies with revenue, employee count, industry, and funding data”
“I have a list of domains — get me full company profiles”
“What’s the revenue and employee count for stripe.com?”
With Codex: 
codex "Enrich companies in companies.csv with revenue, employee count, and industry"

​
What does company enrichment return step by step?

Deepline resolves your domain or company name to a canonical record, queries multiple providers, and coalesces responses into one profile. Waterfall enrichment delivers 20-40% higher coverage than any single provider (Instantly).
1

Resolve company identity

Deepline matches your domain or company name to a canonical company record.
2

Enrich across providers

Multiple providers are queried and their responses are coalesced into a unified profile.
3

Return unified fields

A single enriched record is returned with all available fields filled from the best source.

​
Which providers and fields does company enrichment cover?

Deepline queries 3 providers and merges their data: Apollo enrich-company, Crustdata company-enrichment, and PeopleDataLabs company-enrich. If Apollo has revenue but not tech stack, and Crustdata has tech stack, both fields appear in the output. Returned fields include: revenue, employee_count, industry, founded_date, funding_total, funding_stage, latest_funding_round, valuation, tech_stack, social_profiles (Twitter, Facebook, LinkedIn, GitHub, Instagram), SIC/NAICS codes, headquarters address, and more. Deepline returns all available fields in one call — no need to configure separate columns or templates for each data point. 
# Single lookup
deepline tools execute enrich_company_finder \
  --payload '{"domain":"stripe.com"}'

# Bulk CSV
deepline enrich --input companies.csv --output companies-enriched.csv \
  --with '{"alias":"company","tool":"enrich_company_finder","payload":{"domain":"{{domain}}"}}'
A single call can return 30+ fields. When using Claude Code, describe which fields you care about and it extracts the relevant ones.
Related tasks: Find Decision Makers | Find Work Email | Build Prospect List

​
Frequently Asked Questions

​
How much does it cost to enrich a company with Deepline?

Company enrichment queries multiple providers per lookup. You pay for each provider that runs, but the coalesced result gives you 30+ fields in one call.

​
Can I enrich companies in bulk from a CSV?

Yes. Tell Claude Code “enrich companies in companies.csv” and Deepline reads your domain column, runs company enrichment for each row, and writes back a unified profile. You can also use the deepline enrich CLI command with --input and --output flags. Always pilot with 3-5 rows first.

​
What data do I need to enrich a company?

A domain (e.g., “stripe.com”) is the most reliable identifier. Company names work too, but domain-based lookups have higher match rates because domains are unique. If you have both, provide both.

​
What fields does company enrichment return?

A single call returns 30+ fields: revenue, employee_count, industry, founded_date, funding_total, funding_stage, latest_funding_round, valuation, tech_stack, social profiles (Twitter, Facebook, LinkedIn, GitHub, Instagram), SIC/NAICS codes, and headquarters address. Not every field is available for every company — Deepline returns whatever the providers have.

​
Why use Deepline for company enrichment?

Ask for company data in plain English from your IDE or terminal. Deepline queries Apollo, Crustdata, and PeopleDataLabs in parallel and merges results into a single record — no UI configuration or manual provider setup. Pulling from 3 providers also keeps data fresher, since B2B contacts decay at roughly 22.5% per year (HubSpot via Cognism).